Chocolate Neuro Associations Across Time
Chris
9/8/2017
HFHS
Amygdala
## W1_HFHS_amyg W2_HFHS_amyg W3_HFHS_amyg W4_HFHS_amyg
## W1_HFHS_amyg 1.000000000 -0.12336680 -0.1815041 -0.003683541
## W2_HFHS_amyg -0.123366796 1.00000000 0.1788928 -0.029834581
## W3_HFHS_amyg -0.181504092 0.17889278 1.0000000 0.160519282
## W4_HFHS_amyg -0.003683541 -0.02983458 0.1605193 1.000000000
Caudate
## W1_HFHS_caudate W2_HFHS_caudate W3_HFHS_caudate
## W1_HFHS_caudate 1.00000000 0.15268498 -0.02098659
## W2_HFHS_caudate 0.15268498 1.00000000 -0.07103420
## W3_HFHS_caudate -0.02098659 -0.07103420 1.00000000
## W4_HFHS_caudate -0.03245640 0.09573611 0.18290513
## W4_HFHS_caudate
## W1_HFHS_caudate -0.03245640
## W2_HFHS_caudate 0.09573611
## W3_HFHS_caudate 0.18290513
## W4_HFHS_caudate 1.00000000
Anterior Cingulate Cortex
## W1_HFHS_ACC W2_HFHS_ACC W3_HFHS_ACC W4_HFHS_ACC
## W1_HFHS_ACC 1.00000000 0.09257573 0.01338151 0.10494778
## W2_HFHS_ACC 0.09257573 1.00000000 0.05290642 0.01269870
## W3_HFHS_ACC 0.01338151 0.05290642 1.00000000 0.04141302
## W4_HFHS_ACC 0.10494778 0.01269870 0.04141302 1.00000000
Medial Orbitofrontal Cortex
## W1_HFHS_medOFC W2_HFHS_medOFC W3_HFHS_medOFC W4_HFHS_medOFC
## W1_HFHS_medOFC 1.00000000 0.02881504 0.05232437 -0.1115313
## W2_HFHS_medOFC 0.02881504 1.00000000 0.17593106 -0.1354414
## W3_HFHS_medOFC 0.05232437 0.17593106 1.00000000 0.1225740
## W4_HFHS_medOFC -0.11153131 -0.13544145 0.12257404 1.0000000
Middle Orbitofrontal Cortex
## W1_HFHS_midOFC W2_HFHS_midOFC W3_HFHS_midOFC W4_HFHS_midOFC
## W1_HFHS_midOFC 1.000000000 0.005807954 -0.00933278 0.12065948
## W2_HFHS_midOFC 0.005807954 1.000000000 0.06794780 -0.07021341
## W3_HFHS_midOFC -0.009332780 0.067947803 1.00000000 0.11793638
## W4_HFHS_midOFC 0.120659477 -0.070213411 0.11793638 1.00000000
Insula
## W1_HFHS_Insula W2_HFHS_Insula W3_HFHS_Insula W4_HFHS_Insula
## W1_HFHS_Insula 1.00000000 0.04223185 -0.1114757 0.1105367
## W2_HFHS_Insula 0.04223185 1.00000000 0.2340393 -0.1076408
## W3_HFHS_Insula -0.11147567 0.23403933 1.0000000 0.1386274
## W4_HFHS_Insula 0.11053673 -0.10764079 0.1386274 1.0000000
## W1_HFHS_postcentral W2_HFHS_postcentral
## W1_HFHS_postcentral 1.00000000 -0.07867538
## W2_HFHS_postcentral -0.07867538 1.00000000
## W3_HFHS_postcentral -0.03876776 -0.08573122
## W4_HFHS_postcentral -0.01230863 0.01077722
## W3_HFHS_postcentral W4_HFHS_postcentral
## W1_HFHS_postcentral -0.03876776 -0.01230863
## W2_HFHS_postcentral -0.08573122 0.01077722
## W3_HFHS_postcentral 1.00000000 -0.03413483
## W4_HFHS_postcentral -0.03413483 1.00000000
Putamen
## W1_HFHS_put W2_HFHS_put W3_HFHS_put W4_HFHS_put
## W1_HFHS_put 1.00000000 0.06629479 0.07394429 0.02428697
## W2_HFHS_put 0.06629479 1.00000000 0.11356191 0.02213317
## W3_HFHS_put 0.07394429 0.11356191 1.00000000 0.16021917
## W4_HFHS_put 0.02428697 0.02213317 0.16021917 1.00000000
Rolandic Operculum
## W1_HFHS_Rol W2_HFHS_Rol W3_HFHS_Rol W4_HFHS_Rol
## W1_HFHS_Rol 1.00000000 0.07349458 -0.05123658 0.05804150
## W2_HFHS_Rol 0.07349458 1.00000000 0.01999004 -0.03347188
## W3_HFHS_Rol -0.05123658 0.01999004 1.00000000 0.10816288
## W4_HFHS_Rol 0.05804150 -0.03347188 0.10816288 1.00000000
Thalamus
## W1_HFHS_thal W2_HFHS_thal W3_HFHS_thal W4_HFHS_thal
## W1_HFHS_thal 1.000000000 0.0037980 -0.001004161 0.05397902
## W2_HFHS_thal 0.003798000 1.0000000 0.168042891 0.22161938
## W3_HFHS_thal -0.001004161 0.1680429 1.000000000 0.03905269
## W4_HFHS_thal 0.053979021 0.2216194 0.039052688 1.00000000
HFLS
Amygdala
## W1_HFLS_amyg W2_HFLS_amyg W3_HFLS_amyg W4_HFLS_amyg
## W1_HFLS_amyg 1.00000000 0.07868169 -0.05965859 -0.02848617
## W2_HFLS_amyg 0.07868169 1.00000000 0.14875814 0.13869726
## W3_HFLS_amyg -0.05965859 0.14875814 1.00000000 0.19589347
## W4_HFLS_amyg -0.02848617 0.13869726 0.19589347 1.00000000
Caudate
## W1_HFLS_caudate W2_HFLS_caudate W3_HFLS_caudate
## W1_HFLS_caudate 1.00000000 0.19085120 0.04803878
## W2_HFLS_caudate 0.19085120 1.00000000 0.05092012
## W3_HFLS_caudate 0.04803878 0.05092012 1.00000000
## W4_HFLS_caudate 0.04744554 0.06722068 0.09737225
## W4_HFLS_caudate
## W1_HFLS_caudate 0.04744554
## W2_HFLS_caudate 0.06722068
## W3_HFLS_caudate 0.09737225
## W4_HFLS_caudate 1.00000000
Anterior Cingulate Cortex
## W1_HFLS_ACC W2_HFLS_ACC W3_HFLS_ACC W4_HFLS_ACC
## W1_HFLS_ACC 1.00000000 0.04187739 0.22496829 0.09672292
## W2_HFLS_ACC 0.04187739 1.00000000 0.04322629 0.14029368
## W3_HFLS_ACC 0.22496829 0.04322629 1.00000000 0.08320527
## W4_HFLS_ACC 0.09672292 0.14029368 0.08320527 1.00000000
Medial Orbitofrontal Cortex
## W1_HFLS_medOFC W2_HFLS_medOFC W3_HFLS_medOFC W4_HFLS_medOFC
## W1_HFLS_medOFC 1.00000000 -0.08060263 0.07797684 0.1605991
## W2_HFLS_medOFC -0.08060263 1.00000000 0.08182380 -0.0295279
## W3_HFLS_medOFC 0.07797684 0.08182380 1.00000000 0.1288316
## W4_HFLS_medOFC 0.16059914 -0.02952790 0.12883162 1.0000000
Middle Orbitofrontal Cortex
## W1_HFLS_midOFC W2_HFLS_midOFC W3_HFLS_midOFC W4_HFLS_midOFC
## W1_HFLS_midOFC 1.00000000 0.04564067 0.18557479 0.09788867
## W2_HFLS_midOFC 0.04564067 1.00000000 0.17817463 -0.07418914
## W3_HFLS_midOFC 0.18557479 0.17817463 1.00000000 -0.00732243
## W4_HFLS_midOFC 0.09788867 -0.07418914 -0.00732243 1.00000000
Insula
## W1_HFLS_Insula W2_HFLS_Insula W3_HFLS_Insula W4_HFLS_Insula
## W1_HFLS_Insula 1.0000000 0.1459786 -0.04886610 0.14397442
## W2_HFLS_Insula 0.1459786 1.0000000 -0.02644820 -0.13916885
## W3_HFLS_Insula -0.0488661 -0.0264482 1.00000000 0.09734736
## W4_HFLS_Insula 0.1439744 -0.1391688 0.09734736 1.00000000
Postcentral Gyrus
## W1_HFLS_postcentral W2_HFLS_postcentral
## W1_HFLS_postcentral 1.00000000 -0.07279188
## W2_HFLS_postcentral -0.07279188 1.00000000
## W3_HFLS_postcentral -0.10159723 -0.04323335
## W4_HFLS_postcentral 0.08023391 -0.12025413
## W3_HFLS_postcentral W4_HFLS_postcentral
## W1_HFLS_postcentral -0.10159723 0.08023391
## W2_HFLS_postcentral -0.04323335 -0.12025413
## W3_HFLS_postcentral 1.00000000 0.05949085
## W4_HFLS_postcentral 0.05949085 1.00000000
Putamen
## W1_HFLS_put W2_HFLS_put W3_HFLS_put W4_HFLS_put
## W1_HFLS_put 1.0000000 0.249029966 -0.11191262 -0.087662496
## W2_HFLS_put 0.2490300 1.000000000 0.01073758 -0.002202371
## W3_HFLS_put -0.1119126 0.010737579 1.00000000 0.080315274
## W4_HFLS_put -0.0876625 -0.002202371 0.08031527 1.000000000
Rolandic Operculum
## W1_HFLS_Rol W2_HFLS_Rol W3_HFLS_Rol W4_HFLS_Rol
## W1_HFLS_Rol 1.00000000 0.04386538 -0.11956727 0.18035543
## W2_HFLS_Rol 0.04386538 1.00000000 -0.05415994 0.05131213
## W3_HFLS_Rol -0.11956727 -0.05415994 1.00000000 0.13474991
## W4_HFLS_Rol 0.18035543 0.05131213 0.13474991 1.00000000
Thalamus
## W1_HFLS_thal W2_HFLS_thal W3_HFLS_thal W4_HFLS_thal
## W1_HFLS_thal 1.00000000 0.09145029 -0.03407205 0.11739250
## W2_HFLS_thal 0.09145029 1.00000000 0.09101423 -0.05579273
## W3_HFLS_thal -0.03407205 0.09101423 1.00000000 -0.01506581
## W4_HFLS_thal 0.11739250 -0.05579273 -0.01506581 1.00000000
LFHS
Amygdala
## W1_LFHS_amyg W2_LFHS_amyg W3_LFHS_amyg W4_LFHS_amyg
## W1_LFHS_amyg 1.00000000 0.03935615 -0.11158311 -0.20296586
## W2_LFHS_amyg 0.03935615 1.00000000 -0.01885294 0.23979053
## W3_LFHS_amyg -0.11158311 -0.01885294 1.00000000 0.01462397
## W4_LFHS_amyg -0.20296586 0.23979053 0.01462397 1.00000000
Caudate
## W1_LFHS_caudate W2_LFHS_caudate W3_LFHS_caudate
## W1_LFHS_caudate 1.00000000 0.15063722 0.02710667
## W2_LFHS_caudate 0.15063722 1.00000000 0.03286554
## W3_LFHS_caudate 0.02710667 0.03286554 1.00000000
## W4_LFHS_caudate -0.05649286 0.21759537 0.10291361
## W4_LFHS_caudate
## W1_LFHS_caudate -0.05649286
## W2_LFHS_caudate 0.21759537
## W3_LFHS_caudate 0.10291361
## W4_LFHS_caudate 1.00000000
Anterior Cingulate Cortex
## W1_LFHS_ACC W2_LFHS_ACC W3_LFHS_ACC W4_LFHS_ACC
## W1_LFHS_ACC 1.00000000 0.02163861 -0.03344977 0.03299013
## W2_LFHS_ACC 0.02163861 1.00000000 -0.07048200 0.13344183
## W3_LFHS_ACC -0.03344977 -0.07048200 1.00000000 0.05312572
## W4_LFHS_ACC 0.03299013 0.13344183 0.05312572 1.00000000
Medial Orbitofrontal Cortex
## W1_LFHS_medOFC W2_LFHS_medOFC W3_LFHS_medOFC W4_LFHS_medOFC
## W1_LFHS_medOFC 1.000000000 -0.17408237 0.02987561 -0.003062176
## W2_LFHS_medOFC -0.174082368 1.00000000 -0.02539297 0.080008955
## W3_LFHS_medOFC 0.029875612 -0.02539297 1.00000000 0.166006385
## W4_LFHS_medOFC -0.003062176 0.08000896 0.16600639 1.000000000
Middle Orbitofrontal Cortex
## W1_LFHS_midOFC W2_LFHS_midOFC W3_LFHS_midOFC W4_LFHS_midOFC
## W1_LFHS_midOFC 1.00000000 -0.02347704 0.03515817 0.12313571
## W2_LFHS_midOFC -0.02347704 1.00000000 0.12301154 0.15682881
## W3_LFHS_midOFC 0.03515817 0.12301154 1.00000000 -0.05845769
## W4_LFHS_midOFC 0.12313571 0.15682881 -0.05845769 1.00000000
Insula
## W1_LFHS_Insula W2_LFHS_Insula W3_LFHS_Insula W4_LFHS_Insula
## W1_LFHS_Insula 1.00000000 -0.06877890 -0.11957203 0.09980493
## W2_LFHS_Insula -0.06877890 1.00000000 0.07164333 -0.12017859
## W3_LFHS_Insula -0.11957203 0.07164333 1.00000000 0.10263000
## W4_LFHS_Insula 0.09980493 -0.12017859 0.10263000 1.00000000
Postcentral Gyrus
## W1_LFHS_postcentral W2_LFHS_postcentral
## W1_LFHS_postcentral 1.00000000 -0.14385777
## W2_LFHS_postcentral -0.14385777 1.00000000
## W3_LFHS_postcentral -0.23855099 0.14213298
## W4_LFHS_postcentral 0.06757472 0.08876657
## W3_LFHS_postcentral W4_LFHS_postcentral
## W1_LFHS_postcentral -0.2385510 0.06757472
## W2_LFHS_postcentral 0.1421330 0.08876657
## W3_LFHS_postcentral 1.0000000 0.01532290
## W4_LFHS_postcentral 0.0153229 1.00000000
Putamen
## W1_LFHS_put W2_LFHS_put W3_LFHS_put W4_LFHS_put
## W1_LFHS_put 1.00000000 0.01844743 -0.02220419 -0.06498254
## W2_LFHS_put 0.01844743 1.00000000 0.10001149 0.16179922
## W3_LFHS_put -0.02220419 0.10001149 1.00000000 0.02008599
## W4_LFHS_put -0.06498254 0.16179922 0.02008599 1.00000000
Rolandic Operculum
## W1_LFHS_Rol W2_LFHS_Rol W3_LFHS_Rol W4_LFHS_Rol
## W1_LFHS_Rol 1.00000000 -0.047061628 -0.234994697 0.17003455
## W2_LFHS_Rol -0.04706163 1.000000000 -0.003598231 -0.04788714
## W3_LFHS_Rol -0.23499470 -0.003598231 1.000000000 0.09621331
## W4_LFHS_Rol 0.17003455 -0.047887138 0.096213307 1.00000000
Thalamus
## W1_LFHS_thal W2_LFHS_thal W3_LFHS_thal W4_LFHS_thal
## W1_LFHS_thal 1.000000000 -0.02108935 -0.06644553 0.008722118
## W2_LFHS_thal -0.021089350 1.00000000 -0.02034973 -0.014159359
## W3_LFHS_thal -0.066445533 -0.02034973 1.00000000 0.161482850
## W4_LFHS_thal 0.008722118 -0.01415936 0.16148285 1.000000000
LFLS
Amygdala
## W1_LFLS_amyg W2_LFLS_amyg W3_LFLS_amyg W4_LFLS_amyg
## W1_LFLS_amyg 1.00000000 -0.05864338 -0.1260702 -0.1326471
## W2_LFLS_amyg -0.05864338 1.00000000 0.1058492 0.1042414
## W3_LFLS_amyg -0.12607016 0.10584918 1.0000000 0.1237469
## W4_LFLS_amyg -0.13264709 0.10424143 0.1237469 1.0000000
Caudate
## W1_LFLS_caudate W2_LFLS_caudate W3_LFLS_caudate
## W1_LFLS_caudate 1.00000000 0.02246488 -0.13318509
## W2_LFLS_caudate 0.02246488 1.00000000 -0.02971832
## W3_LFLS_caudate -0.13318509 -0.02971832 1.00000000
## W4_LFLS_caudate -0.10988033 -0.20185117 0.23201912
## W4_LFLS_caudate
## W1_LFLS_caudate -0.1098803
## W2_LFLS_caudate -0.2018512
## W3_LFLS_caudate 0.2320191
## W4_LFLS_caudate 1.0000000
Anterior Cingulate Cortex
## W1_LFLS_ACC W2_LFLS_ACC W3_LFLS_ACC W4_LFLS_ACC
## W1_LFLS_ACC 1.000000000 0.007469237 -0.06516975 0.0385928
## W2_LFLS_ACC 0.007469237 1.000000000 -0.08924226 -0.0339102
## W3_LFLS_ACC -0.065169753 -0.089242256 1.00000000 -0.0348562
## W4_LFLS_ACC 0.038592797 -0.033910203 -0.03485620 1.0000000
Medial Orbitofrontal Cortex
## W1_LFLS_medOFC W2_LFLS_medOFC W3_LFLS_medOFC W4_LFLS_medOFC
## W1_LFLS_medOFC 1.000000000 -0.08894341 0.007761328 0.08815652
## W2_LFLS_medOFC -0.088943415 1.00000000 0.179650630 -0.05238898
## W3_LFLS_medOFC 0.007761328 0.17965063 1.000000000 -0.08340219
## W4_LFLS_medOFC 0.088156521 -0.05238898 -0.083402193 1.00000000
Middle Orbitofrontal Cortex
## W1_LFLS_midOFC W2_LFLS_midOFC W3_LFLS_midOFC W4_LFLS_midOFC
## W1_LFLS_midOFC 1.00000000 -0.018063627 -0.06008027 0.201752749
## W2_LFLS_midOFC -0.01806363 1.000000000 -0.06882413 -0.001511724
## W3_LFLS_midOFC -0.06008027 -0.068824128 1.00000000 0.061340018
## W4_LFLS_midOFC 0.20175275 -0.001511724 0.06134002 1.000000000
Insula
## W1_LFLS_Insula W2_LFLS_Insula W3_LFLS_Insula W4_LFLS_Insula
## W1_LFLS_Insula 1.00000000 -0.01940194 -0.14312503 0.01952848
## W2_LFLS_Insula -0.01940194 1.00000000 -0.02541520 -0.07511560
## W3_LFLS_Insula -0.14312503 -0.02541520 1.00000000 0.02881554
## W4_LFLS_Insula 0.01952848 -0.07511560 0.02881554 1.00000000
Postcentral Gyrus
## W1_LFLS_postcentral W2_LFLS_postcentral
## W1_LFLS_postcentral 1.00000000 -0.14272720
## W2_LFLS_postcentral -0.14272720 1.00000000
## W3_LFLS_postcentral -0.16888453 -0.07482457
## W4_LFLS_postcentral 0.07439504 -0.03327868
## W3_LFLS_postcentral W4_LFLS_postcentral
## W1_LFLS_postcentral -0.16888453 0.07439504
## W2_LFLS_postcentral -0.07482457 -0.03327868
## W3_LFLS_postcentral 1.00000000 0.01530524
## W4_LFLS_postcentral 0.01530524 1.00000000
Putamen
## W1_LFLS_put W2_LFLS_put W3_LFLS_put W4_LFLS_put
## W1_LFLS_put 1.00000000 -0.02874284 -0.13823757 -0.1108337
## W2_LFLS_put -0.02874284 1.00000000 0.05937007 0.0912657
## W3_LFLS_put -0.13823757 0.05937007 1.00000000 0.1634718
## W4_LFLS_put -0.11083366 0.09126570 0.16347178 1.0000000
Rolandic Operculum
## W1_LFLS_Rol W2_LFLS_Rol W3_LFLS_Rol W4_LFLS_Rol
## W1_LFLS_Rol 1.00000000 -0.05552293 -0.1805720 0.01871471
## W2_LFLS_Rol -0.05552293 1.00000000 0.1024684 -0.03641284
## W3_LFLS_Rol -0.18057204 0.10246835 1.0000000 0.11445908
## W4_LFLS_Rol 0.01871471 -0.03641284 0.1144591 1.00000000
Thalamus
## W1_LFLS_thal W2_LFLS_thal W3_LFLS_thal W4_LFLS_thal
## W1_LFLS_thal 1.000000000 -0.05275684 0.002518062 -0.01524466
## W2_LFLS_thal -0.052756840 1.00000000 0.088135247 0.09707354
## W3_LFLS_thal 0.002518062 0.08813525 1.000000000 0.19895031
## W4_LFLS_thal -0.015244663 0.09707354 0.198950310 1.00000000
App vs. Unapp
Amygdala
## W1_app_unapp_amygd W2_app_unapp_amygd
## W1_app_unapp_amygd 1.00000000 0.12455126
## W2_app_unapp_amygd 0.12455126 1.00000000
## W3_app_unapp_amygd 0.06847564 0.09729648
## W4_app_unapp_amygd 0.04368034 0.01061888
## W3_app_unapp_amygd W4_app_unapp_amygd
## W1_app_unapp_amygd 0.06847564 0.04368034
## W2_app_unapp_amygd 0.09729648 0.01061888
## W3_app_unapp_amygd 1.00000000 -0.04879985
## W4_app_unapp_amygd -0.04879985 1.00000000
Caudate
## W1_app_unapp_caudate W2_app_unapp_caudate
## W1_app_unapp_caudate 1.00000000 0.05655214
## W2_app_unapp_caudate 0.05655214 1.00000000
## W3_app_unapp_caudate 0.08902107 0.03170244
## W4_app_unapp_caudate -0.02514385 -0.06515598
## W3_app_unapp_caudate W4_app_unapp_caudate
## W1_app_unapp_caudate 0.08902107 -0.02514385
## W2_app_unapp_caudate 0.03170244 -0.06515598
## W3_app_unapp_caudate 1.00000000 0.05743764
## W4_app_unapp_caudate 0.05743764 1.00000000
Anterior Cingulate Cortex
## W1_app_unapp_ACC W2_app_unapp_ACC W3_app_unapp_ACC
## W1_app_unapp_ACC 1.00000000 0.13461326 -0.02911888
## W2_app_unapp_ACC 0.13461326 1.00000000 -0.02816407
## W3_app_unapp_ACC -0.02911888 -0.02816407 1.00000000
## W4_app_unapp_ACC 0.03835839 -0.02184017 -0.06104809
## W4_app_unapp_ACC
## W1_app_unapp_ACC 0.03835839
## W2_app_unapp_ACC -0.02184017
## W3_app_unapp_ACC -0.06104809
## W4_app_unapp_ACC 1.00000000
Medial Orbitofrontal Cortex
## W1_app_unapp_medOFC W2_app_unapp_medOFC
## W1_app_unapp_medOFC 1.0000000 0.16051160
## W2_app_unapp_medOFC 0.1605116 1.00000000
## W3_app_unapp_medOFC 0.1073503 -0.06351531
## W4_app_unapp_medOFC 0.1078968 -0.02014481
## W3_app_unapp_medOFC W4_app_unapp_medOFC
## W1_app_unapp_medOFC 0.10735025 0.10789682
## W2_app_unapp_medOFC -0.06351531 -0.02014481
## W3_app_unapp_medOFC 1.00000000 -0.05938349
## W4_app_unapp_medOFC -0.05938349 1.00000000
Middle Orbitofrontal Cortex
## W1_app_unapp_midOFC W2_app_unapp_midOFC
## W1_app_unapp_midOFC 1.00000000 -0.16458913
## W2_app_unapp_midOFC -0.16458913 1.00000000
## W3_app_unapp_midOFC 0.12139894 0.01877724
## W4_app_unapp_midOFC -0.04462413 -0.05184910
## W3_app_unapp_midOFC W4_app_unapp_midOFC
## W1_app_unapp_midOFC 0.12139894 -0.04462413
## W2_app_unapp_midOFC 0.01877724 -0.05184910
## W3_app_unapp_midOFC 1.00000000 0.11906920
## W4_app_unapp_midOFC 0.11906920 1.00000000
Insula
## W1_app_unapp_Insula W2_app_unapp_Insula
## W1_app_unapp_Insula 1.000000000 0.05437798
## W2_app_unapp_Insula 0.054377978 1.00000000
## W3_app_unapp_Insula 0.009620602 0.03211341
## W4_app_unapp_Insula 0.078262982 -0.10523089
## W3_app_unapp_Insula W4_app_unapp_Insula
## W1_app_unapp_Insula 0.009620602 0.07826298
## W2_app_unapp_Insula 0.032113414 -0.10523089
## W3_app_unapp_Insula 1.000000000 0.03363271
## W4_app_unapp_Insula 0.033632708 1.00000000
Postcentral Gyrus
## W1_app_unapp_postcentral W2_app_unapp_postcentral
## W1_app_unapp_postcentral 1.00000000 0.04494966
## W2_app_unapp_postcentral 0.04494966 1.00000000
## W3_app_unapp_postcentral 0.09455809 0.13692086
## W4_app_unapp_postcentral 0.08153921 -0.09120094
## W3_app_unapp_postcentral W4_app_unapp_postcentral
## W1_app_unapp_postcentral 0.09455809 0.08153921
## W2_app_unapp_postcentral 0.13692086 -0.09120094
## W3_app_unapp_postcentral 1.00000000 0.01051313
## W4_app_unapp_postcentral 0.01051313 1.00000000
Putamen
## W1_app_unapp_put W2_app_unapp_put W3_app_unapp_put
## W1_app_unapp_put 1.00000000 0.1088466 0.1257006
## W2_app_unapp_put 0.10884663 1.0000000 0.1626665
## W3_app_unapp_put 0.12570060 0.1626665 1.0000000
## W4_app_unapp_put -0.03553549 -0.1293287 -0.1434086
## W4_app_unapp_put
## W1_app_unapp_put -0.03553549
## W2_app_unapp_put -0.12932868
## W3_app_unapp_put -0.14340860
## W4_app_unapp_put 1.00000000
Rolandic Operculum
## W1_app_unapp_Rol W2_app_unapp_Rol W3_app_unapp_Rol
## W1_app_unapp_Rol 1.00000000 0.11043881 -0.02448415
## W2_app_unapp_Rol 0.11043881 1.00000000 0.17386759
## W3_app_unapp_Rol -0.02448415 0.17386759 1.00000000
## W4_app_unapp_Rol 0.17181728 0.03458221 -0.01862973
## W4_app_unapp_Rol
## W1_app_unapp_Rol 0.17181728
## W2_app_unapp_Rol 0.03458221
## W3_app_unapp_Rol -0.01862973
## W4_app_unapp_Rol 1.00000000
Thalamus
## W1_app_unapp_thal W2_app_unapp_thal W3_app_unapp_thal
## W1_app_unapp_thal 1.00000000 -0.04680030 0.018755375
## W2_app_unapp_thal -0.04680030 1.00000000 0.051335382
## W3_app_unapp_thal 0.01875538 0.05133538 1.000000000
## W4_app_unapp_thal -0.01902288 -0.00385318 -0.006850752
## W4_app_unapp_thal
## W1_app_unapp_thal -0.019022879
## W2_app_unapp_thal -0.003853180
## W3_app_unapp_thal -0.006850752
## W4_app_unapp_thal 1.000000000
App vs. Water
Amygdala
## W1_app_water_amygd W2_app_water_amygd
## W1_app_water_amygd 1.00000000 -0.136950993
## W2_app_water_amygd -0.13695099 1.000000000
## W3_app_water_amygd -0.02064299 -0.006615798
## W4_app_water_amygd 0.13766912 0.068609637
## W3_app_water_amygd W4_app_water_amygd
## W1_app_water_amygd -0.020642986 0.13766912
## W2_app_water_amygd -0.006615798 0.06860964
## W3_app_water_amygd 1.000000000 0.18205462
## W4_app_water_amygd 0.182054621 1.00000000
Caudate
## W1_app_water_caudate W2_app_water_caudate
## W1_app_water_caudate 1.00000000 -0.03343116
## W2_app_water_caudate -0.03343116 1.00000000
## W3_app_water_caudate 0.11981819 -0.07570340
## W4_app_water_caudate 0.10972020 -0.13846754
## W3_app_water_caudate W4_app_water_caudate
## W1_app_water_caudate 0.1198182 0.1097202
## W2_app_water_caudate -0.0757034 -0.1384675
## W3_app_water_caudate 1.0000000 -0.1149719
## W4_app_water_caudate -0.1149719 1.0000000
Anterior Cingulate Cortex
## W1_app_water_ACC W2_app_water_ACC W3_app_water_ACC
## W1_app_water_ACC 1.0000000 0.16908873 0.1737020
## W2_app_water_ACC 0.1690887 1.00000000 0.1108642
## W3_app_water_ACC 0.1737020 0.11086417 1.0000000
## W4_app_water_ACC 0.1278113 -0.02953332 0.1128131
## W4_app_water_ACC
## W1_app_water_ACC 0.12781128
## W2_app_water_ACC -0.02953332
## W3_app_water_ACC 0.11281314
## W4_app_water_ACC 1.00000000
Medial Orbitofrontal Cortex
## W1_app_water_medOFC W2_app_water_medOFC
## W1_app_water_medOFC 1.00000000 0.16029441
## W2_app_water_medOFC 0.16029441 1.00000000
## W3_app_water_medOFC 0.09893787 0.23290905
## W4_app_water_medOFC 0.14791268 -0.09150059
## W3_app_water_medOFC W4_app_water_medOFC
## W1_app_water_medOFC 0.09893787 0.14791268
## W2_app_water_medOFC 0.23290905 -0.09150059
## W3_app_water_medOFC 1.00000000 0.05162556
## W4_app_water_medOFC 0.05162556 1.00000000
Middle Orbitofrontal Cortex
## W1_app_water_midOFC W2_app_water_midOFC
## W1_app_water_midOFC 1.00000000 0.16421897
## W2_app_water_midOFC 0.16421897 1.00000000
## W3_app_water_midOFC 0.35777244 0.20107334
## W4_app_water_midOFC -0.00375511 -0.04507038
## W3_app_water_midOFC W4_app_water_midOFC
## W1_app_water_midOFC 0.3577724 -0.00375511
## W2_app_water_midOFC 0.2010733 -0.04507038
## W3_app_water_midOFC 1.0000000 0.19961019
## W4_app_water_midOFC 0.1996102 1.00000000
Insula
## W1_app_water_Insula W2_app_water_Insula
## W1_app_water_Insula 1.00000000 0.03088483
## W2_app_water_Insula 0.03088483 1.00000000
## W3_app_water_Insula 0.06826629 -0.07954803
## W4_app_water_Insula -0.02115431 -0.12123837
## W3_app_water_Insula W4_app_water_Insula
## W1_app_water_Insula 0.06826629 -0.02115431
## W2_app_water_Insula -0.07954803 -0.12123837
## W3_app_water_Insula 1.00000000 0.05262385
## W4_app_water_Insula 0.05262385 1.00000000
Postcentral Gyrus
## W1_app_water_postcentral W2_app_water_postcentral
## W1_app_water_postcentral 1.00000000 0.03440014
## W2_app_water_postcentral 0.03440014 1.00000000
## W3_app_water_postcentral 0.09236811 0.20546236
## W4_app_water_postcentral 0.11501972 0.04134151
## W3_app_water_postcentral W4_app_water_postcentral
## W1_app_water_postcentral 0.09236811 0.11501972
## W2_app_water_postcentral 0.20546236 0.04134151
## W3_app_water_postcentral 1.00000000 0.12950307
## W4_app_water_postcentral 0.12950307 1.00000000
Putamen
## W1_app_water_put W2_app_water_put W3_app_water_put
## W1_app_water_put 1.0000000 -0.144110990 0.17206143
## W2_app_water_put -0.1441110 1.000000000 -0.02010374
## W3_app_water_put 0.1720614 -0.020103738 1.00000000
## W4_app_water_put 0.1413335 -0.004289615 0.05000343
## W4_app_water_put
## W1_app_water_put 0.141333542
## W2_app_water_put -0.004289615
## W3_app_water_put 0.050003429
## W4_app_water_put 1.000000000
Rolandic Operculum
## W1_app_water_Rol W2_app_water_Rol W3_app_water_Rol
## W1_app_water_Rol 1.00000000 0.028975642 -0.06839232
## W2_app_water_Rol 0.02897564 1.000000000 0.09047439
## W3_app_water_Rol -0.06839232 0.090474390 1.00000000
## W4_app_water_Rol 0.05324776 0.006701871 -0.07194665
## W4_app_water_Rol
## W1_app_water_Rol 0.053247757
## W2_app_water_Rol 0.006701871
## W3_app_water_Rol -0.071946646
## W4_app_water_Rol 1.000000000
Thalamus
## W1_app_water_thal W2_app_water_thal W3_app_water_thal
## W1_app_water_thal 1.00000000 -0.04653325 0.16795511
## W2_app_water_thal -0.04653325 1.00000000 -0.05239216
## W3_app_water_thal 0.16795511 -0.05239216 1.00000000
## W4_app_water_thal 0.02302127 0.02325291 0.00587032
## W4_app_water_thal
## W1_app_water_thal 0.02302127
## W2_app_water_thal 0.02325291
## W3_app_water_thal 0.00587032
## W4_app_water_thal 1.00000000